Basic Mathematics For Machine LearningThe motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
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TutorialsAI-related tutorials. Access any of them for free → https://towardsai.net/editorial
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MishOfficial Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
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Notebooks 📓 A growing collection of Jupyter Notebooks written in Python, OCaml and Julia for science examples, algorithms, visualizations etc
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CocalcCoCalc: Collaborative Calculation in the Cloud
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Riemann bookAn interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks. Work in progress.
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Stats Maths With PythonGeneral statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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Awesome Ai BooksSome awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
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Symbolic MetamodelingCodebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.
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Kaggle rsna 2nd place solutionNotebooks to accompany the blog posts about the 2nd place Kaggle RSNA winners: https://github.com/darraghdog/rsna
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GpufilterGPU Recursive Filtering
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Nyc Ds AcademyIn-class exercises for Deep Learning course at NYC Data Science Academy
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DalrImplementation of "Domain-adaptive deep network compression", ICCV 2017
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Artee.aiAI Generated Tees
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CourseSlides and Jupyter notebooks
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KaggleKaggle에서 진행하는 경진대회의 코드를 올려둔 공간입니다.
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Deep HedgingDeep Hedging Demo - An Example of Using Machine Learning for Derivative Pricing.
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Mlnet WorkshopML.NET Workshop to predict car sales prices
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Particle Filter PrototypeParticle Filter Implementations in Python and C++, with lecture notes and visualizations
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Ismir2020 u nets svsA PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for Music Information Retrieval Conference, ISMIR. 2020.
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Adv fin ml exercisesExperimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
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Zalando PytorchVarious experiments on the [Fashion-MNIST](https://github.com/zalandoresearch/fashion-mnist) dataset from Zalando
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Neuromatch AcademyPreparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
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Keras Faster RcnnFaster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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PotterUsing NLTK to run an analysis on the Harry Potter corpus - different versions of this talk were given at Codeland in NYC and DjangoCon US in San Diego in 2018.
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Neural networksThis is the code for "Neural Networks - The Math of Intelligence #4" by Siraj Raval on Youtube
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Pytorch projectsA collection of Machine Learning Google_Colab_Notebooks
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Hottbox Tutorials📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
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Personal History ArchiveAn experiment in creating a dump of your personal browser history for analysis
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IslplotLibrary to plot integer sets and maps
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SkymapHigh-throughput gene to knowledge mapping through massive integration of public sequencing data.
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S gd2Stress-based Graph Drawing by Stochastic Gradient Descent
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Dscourses19ECON 5253: Data Science for Economists, University of Oklahoma (Spring 2019)
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ResimnetImplementation of ReSimNet for drug response similarity prediction
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ShadowmusicA temporal music synthesizer
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Python for mlbrief introduction to Python for machine learning
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